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Akshay Subramanian's Projects

bert-sentiment icon bert-sentiment

Application of `BERT` to extract the portions of a tweet that represent a particular sentiment.

chainer icon chainer

A flexible framework of neural networks for deep learning

chemical_vae icon chemical_vae

Code for 10.1021/acscentsci.7b00572, now running on Keras 2.0 and Tensorflow

chemprop icon chemprop

Message Passing Neural Networks for Molecule Property Prediction

cupy icon cupy

NumPy-like API accelerated with CUDA

d2l-pytorch icon d2l-pytorch

This is an attempt to modify Dive into Deep Learning, Berkeley STAT 157 (Spring 2019) textbook's code into PyTorch.

darknet icon darknet

YOLOv4 - Neural Networks for Object Detection (Windows and Linux version of Darknet )

deepchem icon deepchem

Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology

deepfigures-open icon deepfigures-open

Companion code to the paper "Extracting Scientific Figures with Distantly Supervised Neural Networks" 🤖

dl-papers icon dl-papers

Papers I am currently reading/implementing or have read/implemented.

elemnet icon elemnet

Deep Learning the Chemistry of Materials From Only Elemental Composition for Enhancing Materials Property Prediction

fastai icon fastai

The fastai deep learning library, plus lessons and and tutorials

labelbox icon labelbox

Labelbox is the fastest way to annotate data to build and ship computer vision applications.

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